# Evaluation Results Results of the model in various experiments on different datasets. ### Human36m ```json { "avg_time_2d": 0.06955649327423613, "avg_time_3d": 0.0004693362672450179, "avg_fps": 14.280444895088758 } { "person_nums": { "total_frames": 600, "total_labels": 600, "total_preds": 600, "considered_empty": 0, "valid_preds": 600, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 600 }, "mpjpe": { "count": 600, "mean": 0.067044, "median": 0.059406, "std": 0.027778, "sem": 0.001135, "min": 0.043707, "max": 0.190247, "recall-0.025": 0.0, "recall-0.05": 0.033333, "recall-0.1": 0.933333, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600, "ap-0.025": 0.0, "ap-0.05": 0.002029, "ap-0.1": 0.893774, "ap-0.15": 0.91673, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.117677, "median": 0.101523, "std": 0.042982, "sem": 0.001756, "min": 0.046466, "max": 0.271134, "recall-0.025": 0.0, "recall-0.05": 0.003333, "recall-0.1": 0.485, "recall-0.15": 0.805, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.0334, "median": 0.025798, "std": 0.032123, "sem": 0.001312, "min": 0.003037, "max": 0.181945, "recall-0.025": 0.485, "recall-0.05": 0.871667, "recall-0.1": 0.948333, "recall-0.15": 0.965, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_right": { "count": 600, "mean": 0.048216, "median": 0.033552, "std": 0.042119, "sem": 0.001721, "min": 0.003882, "max": 0.247362, "recall-0.025": 0.235, "recall-0.05": 0.758333, "recall-0.1": 0.901667, "recall-0.15": 0.943333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.042931, "median": 0.034599, "std": 0.034815, "sem": 0.001422, "min": 0.002682, "max": 0.193558, "recall-0.025": 0.271667, "recall-0.05": 0.806667, "recall-0.1": 0.943333, "recall-0.15": 0.956667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, "mean": 0.043934, "median": 0.03334, "std": 0.036065, "sem": 0.001474, "min": 0.00667, "max": 0.285024, "recall-0.025": 0.245, "recall-0.05": 0.806667, "recall-0.1": 0.928333, "recall-0.15": 0.945, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "mean": 0.040681, "median": 0.024264, "std": 0.042258, "sem": 0.001727, "min": 0.001517, "max": 0.18631, "recall-0.025": 0.513333, "recall-0.05": 0.746667, "recall-0.1": 0.91, "recall-0.15": 0.945, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { "count": 600, "mean": 0.043196, "median": 0.025854, "std": 0.047962, "sem": 0.00196, "min": 0.001698, "max": 0.425617, "recall-0.025": 0.471667, "recall-0.05": 0.77, "recall-0.1": 0.893333, "recall-0.15": 0.92, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "hip_left": { "count": 600, "mean": 0.089857, "median": 0.087197, "std": 0.033035, "sem": 0.00135, "min": 0.01535, "max": 0.236764, "recall-0.025": 0.006667, "recall-0.05": 0.043333, "recall-0.1": 0.823333, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.114649, "median": 0.115077, "std": 0.026326, "sem": 0.001076, "min": 0.046172, "max": 0.234935, "recall-0.025": 0.0, "recall-0.05": 0.001667, "recall-0.1": 0.251667, "recall-0.15": 0.946667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { "count": 600, "mean": 0.06083, "median": 0.045088, "std": 0.061419, "sem": 0.00251, "min": 0.01946, "max": 0.425374, "recall-0.025": 0.046667, "recall-0.05": 0.6, "recall-0.1": 0.92, "recall-0.15": 0.921667, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 600 }, "knee_right": { "count": 600, "mean": 0.051154, "median": 0.043249, "std": 0.035226, "sem": 0.001439, "min": 0.017082, "max": 0.259899, "recall-0.025": 0.036667, "recall-0.05": 0.733333, "recall-0.1": 0.943333, "recall-0.15": 0.945, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_left": { "count": 598, "mean": 0.098141, "median": 0.086283, "std": 0.049814, "sem": 0.002039, "min": 0.039216, "max": 0.495347, "recall-0.025": 0.0, "recall-0.05": 0.001667, "recall-0.1": 0.843333, "recall-0.15": 0.938333, "recall-0.25": 0.98, "recall-0.5": 0.996667, "num_labels": 600 }, "ankle_right": { "count": 600, "mean": 0.085402, "median": 0.068683, "std": 0.058021, "sem": 0.002371, "min": 0.032987, "max": 0.463238, "recall-0.025": 0.0, "recall-0.05": 0.016667, "recall-0.1": 0.885, "recall-0.15": 0.906667, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, "recall-0.025": 0.17769, "recall-0.05": 0.47333, "recall-0.1": 0.82038, "recall-0.15": 0.92962, "recall-0.25": 0.99423, "recall-0.5": 0.99974 } } { "total_parts": 8400, "correct_parts": 8089, "pcp": 0.962976 } ``` ### Shelf ```json { "avg_time_2d": 0.10140415892977894, "avg_time_3d": 0.0006782795555403142, "avg_fps": 9.796004237730005 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 815, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 338, "missing": 0, "invalid_fraction": 0.41472, "precision": 0.58528, "recall": 1.0, "f1": 0.73839, "non_empty": 815 }, "mpjpe": { "count": 477, "mean": 0.048327, "median": 0.043186, "std": 0.014749, "sem": 0.000676, "min": 0.029586, "max": 0.106122, "recall-0.025": 0.0, "recall-0.05": 0.675052, "recall-0.1": 0.989518, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477, "ap-0.025": 0.0, "ap-0.05": 0.345814, "ap-0.1": 0.704694, "ap-0.15": 0.716098, "ap-0.25": 0.716098, "ap-0.5": 0.716098 }, "head": { "count": 477, "mean": 0.055219, "median": 0.049788, "std": 0.025982, "sem": 0.001191, "min": 0.006373, "max": 0.147303, "recall-0.025": 0.077568, "recall-0.05": 0.505241, "recall-0.1": 0.91195, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.044419, "median": 0.038938, "std": 0.020656, "sem": 0.000947, "min": 0.006714, "max": 0.138512, "recall-0.025": 0.146751, "recall-0.05": 0.70021, "recall-0.1": 0.983229, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_right": { "count": 477, "mean": 0.050576, "median": 0.045337, "std": 0.024517, "sem": 0.001124, "min": 0.00639, "max": 0.15065, "recall-0.025": 0.106918, "recall-0.05": 0.555556, "recall-0.1": 0.947589, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_left": { "count": 477, "mean": 0.040813, "median": 0.034056, "std": 0.025959, "sem": 0.00119, "min": 0.005533, "max": 0.152226, "recall-0.025": 0.301887, "recall-0.05": 0.746331, "recall-0.1": 0.958071, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.053545, "median": 0.044068, "std": 0.04202, "sem": 0.001926, "min": 0.002858, "max": 0.244706, "recall-0.025": 0.259958, "recall-0.05": 0.559748, "recall-0.1": 0.888889, "recall-0.15": 0.958071, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.061591, "median": 0.053276, "std": 0.046098, "sem": 0.002113, "min": 0.003745, "max": 0.359369, "recall-0.025": 0.12369, "recall-0.05": 0.412998, "recall-0.1": 0.914046, "recall-0.15": 0.962264, "recall-0.25": 0.981132, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.058141, "median": 0.053924, "std": 0.030039, "sem": 0.001377, "min": 0.009013, "max": 0.202256, "recall-0.025": 0.109015, "recall-0.05": 0.444444, "recall-0.1": 0.897275, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.047799, "median": 0.043075, "std": 0.0263, "sem": 0.001205, "min": 0.005757, "max": 0.140667, "recall-0.025": 0.213836, "recall-0.05": 0.620545, "recall-0.1": 0.958071, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.058043, "median": 0.056365, "std": 0.02549, "sem": 0.001168, "min": 0.005189, "max": 0.136207, "recall-0.025": 0.109015, "recall-0.05": 0.415094, "recall-0.1": 0.930818, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.03997, "median": 0.03745, "std": 0.024365, "sem": 0.001117, "min": 0.005407, "max": 0.195502, "recall-0.025": 0.262055, "recall-0.05": 0.765199, "recall-0.1": 0.974843, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_right": { "count": 477, "mean": 0.0394, "median": 0.034816, "std": 0.023358, "sem": 0.001071, "min": 0.006865, "max": 0.186559, "recall-0.025": 0.29979, "recall-0.05": 0.727463, "recall-0.1": 0.979036, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_left": { "count": 477, "mean": 0.037307, "median": 0.03105, "std": 0.030818, "sem": 0.001413, "min": 0.001693, "max": 0.224454, "recall-0.025": 0.431866, "recall-0.05": 0.819706, "recall-0.1": 0.943396, "recall-0.15": 0.983229, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_right": { "count": 477, "mean": 0.041421, "median": 0.031787, "std": 0.038007, "sem": 0.001742, "min": 0.004747, "max": 0.298397, "recall-0.025": 0.312369, "recall-0.05": 0.792453, "recall-0.1": 0.922432, "recall-0.15": 0.966457, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.21109, "recall-0.05": 0.61893, "recall-0.1": 0.9384, "recall-0.15": 0.98742, "recall-0.25": 0.99823, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6617, "pcp": 0.990866 } ``` ### Campus ```json { "avg_time_2d": 0.05686168288284878, "avg_time_3d": 0.00046483413228448834, "avg_fps": 17.443934361754724 } { "person_nums": { "total_frames": 222, "total_labels": 376, "total_preds": 473, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 97, "missing": 0, "invalid_fraction": 0.20507, "precision": 0.79493, "recall": 1.0, "f1": 0.88575, "non_empty": 473 }, "mpjpe": { "count": 376, "mean": 0.078386, "median": 0.076036, "std": 0.018832, "sem": 0.000972, "min": 0.048683, "max": 0.158395, "recall-0.025": 0.0, "recall-0.05": 0.010638, "recall-0.1": 0.890957, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376, "ap-0.025": 0.0, "ap-0.05": 0.000324, "ap-0.1": 0.774956, "ap-0.15": 0.89001, "ap-0.25": 0.898696, "ap-0.5": 0.898696 }, "head": { "count": 376, "mean": 0.059335, "median": 0.060949, "std": 0.025332, "sem": 0.001308, "min": 0.006936, "max": 0.161997, "recall-0.025": 0.098404, "recall-0.05": 0.361702, "recall-0.1": 0.954787, "recall-0.15": 0.994681, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_left": { "count": 376, "mean": 0.061447, "median": 0.056891, "std": 0.028318, "sem": 0.001462, "min": 0.003739, "max": 0.154143, "recall-0.025": 0.050532, "recall-0.05": 0.401596, "recall-0.1": 0.906915, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_right": { "count": 376, "mean": 0.063637, "median": 0.057984, "std": 0.026815, "sem": 0.001385, "min": 0.016753, "max": 0.185573, "recall-0.025": 0.039894, "recall-0.05": 0.367021, "recall-0.1": 0.893617, "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_left": { "count": 376, "mean": 0.08585, "median": 0.069926, "std": 0.047388, "sem": 0.002447, "min": 0.007605, "max": 0.205639, "recall-0.025": 0.029255, "recall-0.05": 0.265957, "recall-0.1": 0.640957, "recall-0.15": 0.861702, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_right": { "count": 376, "mean": 0.070551, "median": 0.060437, "std": 0.035349, "sem": 0.001825, "min": 0.00548, "max": 0.237231, "recall-0.025": 0.023936, "recall-0.05": 0.324468, "recall-0.1": 0.795213, "recall-0.15": 0.973404, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_left": { "count": 376, "mean": 0.114923, "median": 0.099655, "std": 0.06375, "sem": 0.003292, "min": 0.010314, "max": 0.431497, "recall-0.025": 0.013298, "recall-0.05": 0.095745, "recall-0.1": 0.505319, "recall-0.15": 0.74734, "recall-0.25": 0.957447, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_right": { "count": 376, "mean": 0.097856, "median": 0.08983, "std": 0.042276, "sem": 0.002183, "min": 0.014228, "max": 0.309969, "recall-0.025": 0.007979, "recall-0.05": 0.095745, "recall-0.1": 0.603723, "recall-0.15": 0.87766, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "hip_left": { "count": 376, "mean": 0.081482, "median": 0.082897, "std": 0.02958, "sem": 0.001527, "min": 0.018902, "max": 0.179367, "recall-0.025": 0.029255, "recall-0.05": 0.170213, "recall-0.1": 0.710106, "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, "mean": 0.087186, "median": 0.083851, "std": 0.026263, "sem": 0.001356, "min": 0.024343, "max": 0.207002, "recall-0.025": 0.00266, "recall-0.05": 0.058511, "recall-0.1": 0.75, "recall-0.15": 0.968085, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, "mean": 0.055923, "median": 0.05234, "std": 0.027946, "sem": 0.001443, "min": 0.007197, "max": 0.228932, "recall-0.025": 0.082447, "recall-0.05": 0.465426, "recall-0.1": 0.933511, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_right": { "count": 376, "mean": 0.059604, "median": 0.056881, "std": 0.026175, "sem": 0.001352, "min": 0.017224, "max": 0.210945, "recall-0.025": 0.053191, "recall-0.05": 0.37234, "recall-0.1": 0.930851, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 372, "mean": 0.091737, "median": 0.060063, "std": 0.100196, "sem": 0.005202, "min": 0.007394, "max": 0.493162, "recall-0.025": 0.06383, "recall-0.05": 0.297872, "recall-0.1": 0.816489, "recall-0.15": 0.882979, "recall-0.25": 0.904255, "recall-0.5": 0.989362, "num_labels": 376 }, "ankle_right": { "count": 372, "mean": 0.080393, "median": 0.052772, "std": 0.090361, "sem": 0.004691, "min": 0.006244, "max": 0.496601, "recall-0.025": 0.071809, "recall-0.05": 0.470745, "recall-0.1": 0.845745, "recall-0.15": 0.901596, "recall-0.25": 0.920213, "recall-0.5": 0.989362, "num_labels": 376 }, "joint_recalls": { "num_labels": 4888, "recall-0.025": 0.04255, "recall-0.05": 0.28703, "recall-0.1": 0.78969, "recall-0.15": 0.93412, "recall-0.25": 0.98261, "recall-0.5": 0.99836 } } { "total_parts": 5264, "correct_parts": 4962, "pcp": 0.942629 } ``` ### MVOR ```json { "avg_time_2d": 0.05505880477547838, "avg_time_3d": 0.00043934651068223697, "avg_fps": 18.018618221060752 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 996, "considered_empty": 0, "valid_preds": 762, "invalid_preds": 234, "missing": 299, "invalid_fraction": 0.23494, "precision": 0.76506, "recall": 0.71819, "f1": 0.74088, "non_empty": 996 }, "mpjpe": { "count": 762, "mean": 0.11547, "median": 0.094969, "std": 0.067222, "sem": 0.002437, "min": 0.040489, "max": 0.497874, "recall-0.025": 0.0, "recall-0.05": 0.005655, "recall-0.1": 0.390198, "recall-0.15": 0.592837, "recall-0.25": 0.690858, "recall-0.5": 0.71819, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 9.6e-05, "ap-0.1": 0.25073, "ap-0.15": 0.493, "ap-0.25": 0.618081, "ap-0.5": 0.653819 }, "head": { "count": 761, "mean": 0.065708, "median": 0.049932, "std": 0.060074, "sem": 0.002179, "min": 0.005944, "max": 0.482489, "recall-0.025": 0.086711, "recall-0.05": 0.359095, "recall-0.1": 0.626767, "recall-0.15": 0.668238, "recall-0.25": 0.698398, "recall-0.5": 0.717248, "num_labels": 1061 }, "shoulder_left": { "count": 760, "mean": 0.064132, "median": 0.044027, "std": 0.067379, "sem": 0.002446, "min": 0.003155, "max": 0.498748, "recall-0.025": 0.153629, "recall-0.05": 0.413761, "recall-0.1": 0.606032, "recall-0.15": 0.664467, "recall-0.25": 0.69557, "recall-0.5": 0.716305, "num_labels": 1061 }, "shoulder_right": { "count": 758, "mean": 0.060743, "median": 0.04049, "std": 0.067198, "sem": 0.002442, "min": 0.001883, "max": 0.496442, "recall-0.025": 0.151744, "recall-0.05": 0.450518, "recall-0.1": 0.619227, "recall-0.15": 0.671065, "recall-0.25": 0.6918, "recall-0.5": 0.71442, "num_labels": 1061 }, "elbow_left": { "count": 749, "mean": 0.102249, "median": 0.07466, "std": 0.083723, "sem": 0.003061, "min": 0.005382, "max": 0.481769, "recall-0.025": 0.067861, "recall-0.05": 0.225259, "recall-0.1": 0.431668, "recall-0.15": 0.561734, "recall-0.25": 0.656927, "recall-0.5": 0.705938, "num_labels": 1061 }, "elbow_right": { "count": 751, "mean": 0.083981, "median": 0.05755, "std": 0.079304, "sem": 0.002896, "min": 0.003565, "max": 0.498068, "recall-0.025": 0.098021, "recall-0.05": 0.301602, "recall-0.1": 0.524034, "recall-0.15": 0.614515, "recall-0.25": 0.670123, "recall-0.5": 0.707823, "num_labels": 1061 }, "wrist_left": { "count": 753, "mean": 0.126718, "median": 0.090726, "std": 0.101882, "sem": 0.003715, "min": 0.00418, "max": 0.497384, "recall-0.025": 0.062205, "recall-0.05": 0.179076, "recall-0.1": 0.378888, "recall-0.15": 0.471254, "recall-0.25": 0.6164, "recall-0.5": 0.709708, "num_labels": 1061 }, "wrist_right": { "count": 748, "mean": 0.1124, "median": 0.07684, "std": 0.100614, "sem": 0.003681, "min": 0.006423, "max": 0.485199, "recall-0.025": 0.071631, "recall-0.05": 0.239397, "recall-0.1": 0.428841, "recall-0.15": 0.528746, "recall-0.25": 0.622055, "recall-0.5": 0.704995, "num_labels": 1061 }, "hip_left": { "count": 748, "mean": 0.189712, "median": 0.17064, "std": 0.086393, "sem": 0.003161, "min": 0.021758, "max": 0.499358, "recall-0.025": 0.000943, "recall-0.05": 0.004713, "recall-0.1": 0.065975, "recall-0.15": 0.261074, "recall-0.25": 0.577757, "recall-0.5": 0.704995, "num_labels": 1061 }, "hip_right": { "count": 742, "mean": 0.180687, "median": 0.167353, "std": 0.077455, "sem": 0.002845, "min": 0.036054, "max": 0.492444, "recall-0.025": 0.0, "recall-0.05": 0.00377, "recall-0.1": 0.072573, "recall-0.15": 0.276155, "recall-0.25": 0.590009, "recall-0.5": 0.69934, "num_labels": 1061 }, "knee_left": {}, "knee_right": {}, "ankle_left": {}, "ankle_right": {}, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.07687, "recall-0.05": 0.24128, "recall-0.1": 0.41648, "recall-0.15": 0.52362, "recall-0.25": 0.64614, "recall-0.5": 0.70845 } } { "total_parts": 10610, "correct_parts": 5855, "pcp": 0.551838 } ``` ### Panoptic ```json { "avg_time_2d": 0.10687413913447683, "avg_time_3d": 0.0007993669044680712, "avg_fps": 9.287335731765861 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1532, "considered_empty": 0, "valid_preds": 1464, "invalid_preds": 68, "missing": 2, "invalid_fraction": 0.04439, "precision": 0.95561, "recall": 0.99864, "f1": 0.97665, "non_empty": 1532 }, "mpjpe": { "count": 1464, "mean": 0.04283, "median": 0.037959, "std": 0.020592, "sem": 0.000538, "min": 0.01189, "max": 0.147865, "recall-0.025": 0.152797, "recall-0.05": 0.744202, "recall-0.1": 0.980218, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466, "ap-0.025": 0.063545, "ap-0.05": 0.66703, "ap-0.1": 0.959203, "ap-0.15": 0.984445, "ap-0.25": 0.984445, "ap-0.5": 0.984445 }, "nose": { "count": 1462, "mean": 0.015905, "median": 0.012411, "std": 0.017687, "sem": 0.000463, "min": 0.001407, "max": 0.276866, "recall-0.025": 0.901572, "recall-0.05": 0.965824, "recall-0.1": 0.995899, "recall-0.15": 0.996582, "recall-0.25": 0.997266, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1464, "mean": 0.021453, "median": 0.019035, "std": 0.011279, "sem": 0.000295, "min": 0.002677, "max": 0.095793, "recall-0.025": 0.704638, "recall-0.05": 0.978172, "recall-0.1": 0.998636, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466 }, "shoulder_right": { "count": 1463, "mean": 0.022784, "median": 0.019651, "std": 0.014664, "sem": 0.000384, "min": 0.00112, "max": 0.146597, "recall-0.025": 0.711263, "recall-0.05": 0.951536, "recall-0.1": 0.994539, "recall-0.15": 0.998635, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_left": { "count": 1463, "mean": 0.026234, "median": 0.017715, "std": 0.028787, "sem": 0.000753, "min": 0.001259, "max": 0.323155, "recall-0.025": 0.704437, "recall-0.05": 0.883959, "recall-0.1": 0.97884, "recall-0.15": 0.986348, "recall-0.25": 0.996587, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.023232, "median": 0.018218, "std": 0.017418, "sem": 0.000456, "min": 0.001407, "max": 0.177438, "recall-0.025": 0.689679, "recall-0.05": 0.928913, "recall-0.1": 0.994532, "recall-0.15": 0.998633, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1429, "mean": 0.035064, "median": 0.017008, "std": 0.050425, "sem": 0.001334, "min": 0.000713, "max": 0.397255, "recall-0.025": 0.675035, "recall-0.05": 0.824965, "recall-0.1": 0.908647, "recall-0.15": 0.956764, "recall-0.25": 0.98675, "recall-0.5": 0.996513, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.023795, "median": 0.01627, "std": 0.022484, "sem": 0.000589, "min": 0.001905, "max": 0.195654, "recall-0.025": 0.706044, "recall-0.05": 0.894231, "recall-0.1": 0.98283, "recall-0.15": 0.996566, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1463, "mean": 0.05948, "median": 0.0535, "std": 0.030013, "sem": 0.000785, "min": 0.005563, "max": 0.17979, "recall-0.025": 0.068259, "recall-0.05": 0.423208, "recall-0.1": 0.894198, "recall-0.15": 0.969283, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "hip_right": { "count": 1464, "mean": 0.058664, "median": 0.054479, "std": 0.028992, "sem": 0.000758, "min": 0.003776, "max": 0.304525, "recall-0.025": 0.053888, "recall-0.05": 0.420873, "recall-0.1": 0.914052, "recall-0.15": 0.986357, "recall-0.25": 0.997954, "recall-0.5": 0.998636, "num_labels": 1466 }, "knee_left": { "count": 1463, "mean": 0.052221, "median": 0.042835, "std": 0.043278, "sem": 0.001132, "min": 0.001938, "max": 0.349881, "recall-0.025": 0.188396, "recall-0.05": 0.632082, "recall-0.1": 0.92628, "recall-0.15": 0.965188, "recall-0.25": 0.983618, "recall-0.5": 0.998635, "num_labels": 1465 }, "knee_right": { "count": 1457, "mean": 0.048475, "median": 0.042688, "std": 0.029821, "sem": 0.000782, "min": 0.003543, "max": 0.324497, "recall-0.025": 0.213845, "recall-0.05": 0.587389, "recall-0.1": 0.938314, "recall-0.15": 0.991775, "recall-0.25": 0.996573, "recall-0.5": 0.998629, "num_labels": 1459 }, "ankle_left": { "count": 1453, "mean": 0.083332, "median": 0.037489, "std": 0.106064, "sem": 0.002783, "min": 0.002453, "max": 0.495774, "recall-0.025": 0.360902, "recall-0.05": 0.585099, "recall-0.1": 0.72864, "recall-0.15": 0.819549, "recall-0.25": 0.912509, "recall-0.5": 0.993165, "num_labels": 1463 }, "ankle_right": { "count": 1450, "mean": 0.078949, "median": 0.033588, "std": 0.105537, "sem": 0.002773, "min": 0.001061, "max": 0.4981, "recall-0.025": 0.367123, "recall-0.05": 0.682877, "recall-0.1": 0.772603, "recall-0.15": 0.811644, "recall-0.25": 0.894521, "recall-0.5": 0.993151, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.48736, "recall-0.05": 0.75024, "recall-0.1": 0.92517, "recall-0.15": 0.9594, "recall-0.25": 0.98146, "recall-0.5": 0.99763 } } { "total_parts": 20444, "correct_parts": 19976, "pcp": 0.977108 } ``` ##### 3 cameras ```json { "avg_time_2d": 0.06624835293467451, "avg_time_3d": 0.0005510295309671541, "avg_fps": 14.970198272631503 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1433, "considered_empty": 0, "valid_preds": 1417, "invalid_preds": 16, "missing": 49, "invalid_fraction": 0.01117, "precision": 0.98883, "recall": 0.96658, "f1": 0.97758, "non_empty": 1433 }, "mpjpe": { "count": 1417, "mean": 0.075817, "median": 0.065498, "std": 0.044009, "sem": 0.00117, "min": 0.020974, "max": 0.442572, "recall-0.025": 0.004775, "recall-0.05": 0.272851, "recall-0.1": 0.79809, "recall-0.15": 0.912005, "recall-0.25": 0.951569, "recall-0.5": 0.966576, "num_labels": 1466, "ap-0.025": 0.001684, "ap-0.05": 0.183325, "ap-0.1": 0.736595, "ap-0.15": 0.89124, "ap-0.25": 0.938401, "ap-0.5": 0.955959 }, "nose": { "count": 1416, "mean": 0.023906, "median": 0.018334, "std": 0.018211, "sem": 0.000484, "min": 0.001916, "max": 0.23494, "recall-0.025": 0.628845, "recall-0.05": 0.908407, "recall-0.1": 0.959672, "recall-0.15": 0.965824, "recall-0.25": 0.967874, "recall-0.5": 0.967874, "num_labels": 1463 }, "shoulder_left": { "count": 1417, "mean": 0.024279, "median": 0.021129, "std": 0.018563, "sem": 0.000493, "min": 0.002094, "max": 0.31592, "recall-0.025": 0.572306, "recall-0.05": 0.916098, "recall-0.1": 0.962483, "recall-0.15": 0.964529, "recall-0.25": 0.964529, "recall-0.5": 0.966576, "num_labels": 1466 }, "shoulder_right": { "count": 1416, "mean": 0.029845, "median": 0.024341, "std": 0.023682, "sem": 0.00063, "min": 0.00406, "max": 0.302527, "recall-0.025": 0.497611, "recall-0.05": 0.870307, "recall-0.1": 0.951536, "recall-0.15": 0.96041, "recall-0.25": 0.964505, "recall-0.5": 0.966553, "num_labels": 1465 }, "elbow_left": { "count": 1416, "mean": 0.036741, "median": 0.023631, "std": 0.036275, "sem": 0.000964, "min": 0.001498, "max": 0.359129, "recall-0.025": 0.512628, "recall-0.05": 0.761092, "recall-0.1": 0.896928, "recall-0.15": 0.950171, "recall-0.25": 0.964505, "recall-0.5": 0.966553, "num_labels": 1465 }, "elbow_right": { "count": 1416, "mean": 0.037345, "median": 0.022572, "std": 0.043198, "sem": 0.001148, "min": 0.001047, "max": 0.414541, "recall-0.025": 0.550239, "recall-0.05": 0.784689, "recall-0.1": 0.90499, "recall-0.15": 0.924812, "recall-0.25": 0.965824, "recall-0.5": 0.967874, "num_labels": 1463 }, "wrist_left": { "count": 1381, "mean": 0.057558, "median": 0.022812, "std": 0.076302, "sem": 0.002054, "min": 0.001727, "max": 0.4856, "recall-0.025": 0.506974, "recall-0.05": 0.637378, "recall-0.1": 0.801255, "recall-0.15": 0.866109, "recall-0.25": 0.933054, "recall-0.5": 0.96304, "num_labels": 1434 }, "wrist_right": { "count": 1408, "mean": 0.052246, "median": 0.028046, "std": 0.066629, "sem": 0.001776, "min": 0.0006, "max": 0.453971, "recall-0.025": 0.440247, "recall-0.05": 0.646978, "recall-0.1": 0.846841, "recall-0.15": 0.911401, "recall-0.25": 0.943681, "recall-0.5": 0.967033, "num_labels": 1456 }, "hip_left": { "count": 1415, "mean": 0.06938, "median": 0.06393, "std": 0.033994, "sem": 0.000904, "min": 0.004913, "max": 0.205973, "recall-0.025": 0.03959, "recall-0.05": 0.25802, "recall-0.1": 0.845734, "recall-0.15": 0.917406, "recall-0.25": 0.96587, "recall-0.5": 0.96587, "num_labels": 1465 }, "hip_right": { "count": 1416, "mean": 0.079953, "median": 0.071167, "std": 0.03902, "sem": 0.001037, "min": 0.010114, "max": 0.304525, "recall-0.025": 0.013643, "recall-0.05": 0.207367, "recall-0.1": 0.751023, "recall-0.15": 0.895634, "recall-0.25": 0.964529, "recall-0.5": 0.965894, "num_labels": 1466 }, "knee_left": { "count": 1398, "mean": 0.082909, "median": 0.055802, "std": 0.078946, "sem": 0.002112, "min": 0.006729, "max": 0.491598, "recall-0.025": 0.096246, "recall-0.05": 0.389078, "recall-0.1": 0.744027, "recall-0.15": 0.803413, "recall-0.25": 0.911263, "recall-0.5": 0.954266, "num_labels": 1465 }, "knee_right": { "count": 1397, "mean": 0.081793, "median": 0.056139, "std": 0.07592, "sem": 0.002032, "min": 0.005476, "max": 0.494565, "recall-0.025": 0.078821, "recall-0.05": 0.383139, "recall-0.1": 0.751199, "recall-0.15": 0.830706, "recall-0.25": 0.915696, "recall-0.5": 0.957505, "num_labels": 1459 }, "ankle_left": { "count": 1325, "mean": 0.162345, "median": 0.132841, "std": 0.140456, "sem": 0.00386, "min": 0.000769, "max": 0.49962, "recall-0.025": 0.198906, "recall-0.05": 0.2946, "recall-0.1": 0.373889, "recall-0.15": 0.501025, "recall-0.25": 0.650718, "recall-0.5": 0.905673, "num_labels": 1463 }, "ankle_right": { "count": 1317, "mean": 0.149976, "median": 0.106811, "std": 0.132016, "sem": 0.003639, "min": 0.001734, "max": 0.497141, "recall-0.025": 0.162329, "recall-0.05": 0.295205, "recall-0.1": 0.428082, "recall-0.15": 0.542466, "recall-0.25": 0.682877, "recall-0.5": 0.902055, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.33012, "recall-0.05": 0.56498, "recall-0.1": 0.78568, "recall-0.15": 0.8485, "recall-0.25": 0.9069, "recall-0.5": 0.95477 } } { "total_parts": 20444, "correct_parts": 18371, "pcp": 0.898601 } ``` ##### 10 cameras ```json { "avg_time_2d": 0.2086035833126161, "avg_time_3d": 0.0016778585387439262, "avg_fps": 4.755531402085697 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1493, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 28, "missing": 1, "invalid_fraction": 0.01875, "precision": 0.98125, "recall": 0.99932, "f1": 0.9902, "non_empty": 1493 }, "mpjpe": { "count": 1465, "mean": 0.035853, "median": 0.031346, "std": 0.016924, "sem": 0.000442, "min": 0.012557, "max": 0.133445, "recall-0.025": 0.238745, "recall-0.05": 0.858799, "recall-0.1": 0.991132, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466, "ap-0.025": 0.142568, "ap-0.05": 0.831869, "ap-0.1": 0.980496, "ap-0.15": 0.989835, "ap-0.25": 0.989835, "ap-0.5": 0.989835 }, "nose": { "count": 1462, "mean": 0.011191, "median": 0.009994, "std": 0.006814, "sem": 0.000178, "min": 0.001642, "max": 0.127618, "recall-0.025": 0.976077, "recall-0.05": 0.995899, "recall-0.1": 0.998633, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1465, "mean": 0.018494, "median": 0.016759, "std": 0.008812, "sem": 0.00023, "min": 0.001639, "max": 0.081838, "recall-0.025": 0.81719, "recall-0.05": 0.991132, "recall-0.1": 0.999318, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "shoulder_right": { "count": 1464, "mean": 0.019957, "median": 0.018719, "std": 0.008772, "sem": 0.000229, "min": 0.002157, "max": 0.087963, "recall-0.025": 0.823208, "recall-0.05": 0.989761, "recall-0.1": 0.999317, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_left": { "count": 1464, "mean": 0.019237, "median": 0.017431, "std": 0.010316, "sem": 0.00027, "min": 0.002111, "max": 0.109767, "recall-0.025": 0.780205, "recall-0.05": 0.985666, "recall-0.1": 0.998635, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.017672, "median": 0.015673, "std": 0.010123, "sem": 0.000265, "min": 0.001746, "max": 0.132247, "recall-0.025": 0.862611, "recall-0.05": 0.980861, "recall-0.1": 0.998633, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1433, "mean": 0.018154, "median": 0.012273, "std": 0.020448, "sem": 0.00054, "min": 0.000466, "max": 0.20025, "recall-0.025": 0.834031, "recall-0.05": 0.953975, "recall-0.1": 0.984658, "recall-0.15": 0.994421, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.017837, "median": 0.012331, "std": 0.018863, "sem": 0.000495, "min": 0.001141, "max": 0.212342, "recall-0.025": 0.819368, "recall-0.05": 0.95467, "recall-0.1": 0.988324, "recall-0.15": 0.99794, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1464, "mean": 0.048053, "median": 0.046586, "std": 0.017762, "sem": 0.000464, "min": 0.006212, "max": 0.146021, "recall-0.025": 0.062799, "recall-0.05": 0.610922, "recall-0.1": 0.977474, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "hip_right": { "count": 1465, "mean": 0.04809, "median": 0.04731, "std": 0.015329, "sem": 0.000401, "min": 0.007258, "max": 0.111679, "recall-0.025": 0.050477, "recall-0.05": 0.557299, "recall-0.1": 0.995225, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "knee_left": { "count": 1464, "mean": 0.037414, "median": 0.033014, "std": 0.023323, "sem": 0.00061, "min": 0.003011, "max": 0.221736, "recall-0.025": 0.31058, "recall-0.05": 0.786348, "recall-0.1": 0.977474, "recall-0.15": 0.993857, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "knee_right": { "count": 1458, "mean": 0.039203, "median": 0.034207, "std": 0.024394, "sem": 0.000639, "min": 0.001299, "max": 0.206153, "recall-0.025": 0.273475, "recall-0.05": 0.762851, "recall-0.1": 0.969842, "recall-0.15": 0.991775, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1461, "mean": 0.08696, "median": 0.04458, "std": 0.100798, "sem": 0.002638, "min": 0.001024, "max": 0.48577, "recall-0.025": 0.303486, "recall-0.05": 0.539303, "recall-0.1": 0.717703, "recall-0.15": 0.827068, "recall-0.25": 0.911141, "recall-0.5": 0.998633, "num_labels": 1463 }, "ankle_right": { "count": 1449, "mean": 0.07991, "median": 0.040999, "std": 0.095238, "sem": 0.002503, "min": 0.001199, "max": 0.479186, "recall-0.025": 0.314384, "recall-0.05": 0.569863, "recall-0.1": 0.756164, "recall-0.15": 0.84589, "recall-0.25": 0.910274, "recall-0.5": 0.992466, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.55524, "recall-0.05": 0.82085, "recall-0.1": 0.95039, "recall-0.15": 0.97235, "recall-0.25": 0.98536, "recall-0.5": 0.99847 } } { "total_parts": 20444, "correct_parts": 20225, "pcp": 0.989288 } ``` ### IkeaAsm (duration 00:01:45) ```json { "avg_time_2d": 0.057706349948321835, "avg_time_3d": 0.0003749907398020535, "avg_fps": 17.217233420448125 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 713, "considered_empty": 0, "valid_preds": 421, "invalid_preds": 292, "missing": 58, "invalid_fraction": 0.40954, "precision": 0.59046, "recall": 0.87891, "f1": 0.70638, "non_empty": 713 }, "mpjpe": { "count": 421, "mean": 0.090311, "median": 0.07044, "std": 0.072769, "sem": 0.003551, "min": 0.018825, "max": 0.440503, "recall-0.025": 0.033403, "recall-0.05": 0.313152, "recall-0.1": 0.628392, "recall-0.15": 0.741127, "recall-0.25": 0.839248, "recall-0.5": 0.878914, "num_labels": 479, "ap-0.025": 0.001589, "ap-0.05": 0.121974, "ap-0.1": 0.425546, "ap-0.15": 0.574657, "ap-0.25": 0.700378, "ap-0.5": 0.74095 }, "head": { "count": 395, "mean": 0.037978, "median": 0.028136, "std": 0.04301, "sem": 0.002167, "min": 0.003708, "max": 0.46272, "recall-0.025": 0.360619, "recall-0.05": 0.712389, "recall-0.1": 0.836283, "recall-0.15": 0.860619, "recall-0.25": 0.867257, "recall-0.5": 0.873894, "num_labels": 452 }, "shoulder_left": { "count": 399, "mean": 0.047351, "median": 0.036868, "std": 0.042961, "sem": 0.002153, "min": 0.012056, "max": 0.419809, "recall-0.025": 0.085903, "recall-0.05": 0.651982, "recall-0.1": 0.837004, "recall-0.15": 0.854626, "recall-0.25": 0.865639, "recall-0.5": 0.878855, "num_labels": 454 }, "shoulder_right": { "count": 411, "mean": 0.035551, "median": 0.02768, "std": 0.034857, "sem": 0.001721, "min": 0.004674, "max": 0.434466, "recall-0.025": 0.321199, "recall-0.05": 0.779443, "recall-0.1": 0.852248, "recall-0.15": 0.869379, "recall-0.25": 0.87152, "recall-0.5": 0.880086, "num_labels": 467 }, "elbow_left": { "count": 386, "mean": 0.039157, "median": 0.021338, "std": 0.052349, "sem": 0.002668, "min": 0.003295, "max": 0.397965, "recall-0.025": 0.498856, "recall-0.05": 0.723112, "recall-0.1": 0.810069, "recall-0.15": 0.837529, "recall-0.25": 0.867277, "recall-0.5": 0.883295, "num_labels": 437 }, "elbow_right": { "count": 388, "mean": 0.038601, "median": 0.020984, "std": 0.063012, "sem": 0.003203, "min": 0.00252, "max": 0.483894, "recall-0.025": 0.521542, "recall-0.05": 0.743764, "recall-0.1": 0.823129, "recall-0.15": 0.84127, "recall-0.25": 0.861678, "recall-0.5": 0.879819, "num_labels": 441 }, "wrist_left": { "count": 381, "mean": 0.038991, "median": 0.022778, "std": 0.059419, "sem": 0.003048, "min": 0.002309, "max": 0.478187, "recall-0.025": 0.490826, "recall-0.05": 0.727064, "recall-0.1": 0.811927, "recall-0.15": 0.844037, "recall-0.25": 0.855505, "recall-0.5": 0.873853, "num_labels": 436 }, "wrist_right": { "count": 390, "mean": 0.035529, "median": 0.019869, "std": 0.052884, "sem": 0.002681, "min": 0.001785, "max": 0.436898, "recall-0.025": 0.526906, "recall-0.05": 0.755605, "recall-0.1": 0.818386, "recall-0.15": 0.836323, "recall-0.25": 0.863229, "recall-0.5": 0.874439, "num_labels": 446 }, "hip_left": { "count": 270, "mean": 0.110117, "median": 0.095453, "std": 0.059675, "sem": 0.003638, "min": 0.020394, "max": 0.488038, "recall-0.025": 0.003185, "recall-0.05": 0.022293, "recall-0.1": 0.484076, "recall-0.15": 0.757962, "recall-0.25": 0.83121, "recall-0.5": 0.859873, "num_labels": 314 }, "hip_right": { "count": 216, "mean": 0.10354, "median": 0.088354, "std": 0.064804, "sem": 0.00442, "min": 0.030718, "max": 0.497295, "recall-0.025": 0.0, "recall-0.05": 0.034615, "recall-0.1": 0.553846, "recall-0.15": 0.753846, "recall-0.25": 0.8, "recall-0.5": 0.830769, "num_labels": 260 }, "knee_left": { "count": 229, "mean": 0.141471, "median": 0.107198, "std": 0.104835, "sem": 0.006943, "min": 0.010824, "max": 0.491249, "recall-0.025": 0.028986, "recall-0.05": 0.108696, "recall-0.1": 0.376812, "recall-0.15": 0.583333, "recall-0.25": 0.699275, "recall-0.5": 0.82971, "num_labels": 276 }, "knee_right": { "count": 174, "mean": 0.134976, "median": 0.098818, "std": 0.107431, "sem": 0.008168, "min": 0.015332, "max": 0.484357, "recall-0.025": 0.018605, "recall-0.05": 0.148837, "recall-0.1": 0.413953, "recall-0.15": 0.576744, "recall-0.25": 0.688372, "recall-0.5": 0.809302, "num_labels": 215 }, "ankle_left": { "count": 64, "mean": 0.342123, "median": 0.366159, "std": 0.110398, "sem": 0.013909, "min": 0.064544, "max": 0.490279, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.022727, "recall-0.15": 0.037879, "recall-0.25": 0.098485, "recall-0.5": 0.484848, "num_labels": 132 }, "ankle_right": { "count": 58, "mean": 0.374104, "median": 0.39311, "std": 0.091766, "sem": 0.012155, "min": 0.118617, "max": 0.491617, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.0, "recall-0.15": 0.015748, "recall-0.25": 0.055118, "recall-0.5": 0.456693, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.28248, "recall-0.05": 0.52704, "recall-0.1": 0.69015, "recall-0.15": 0.75858, "recall-0.25": 0.79269, "recall-0.5": 0.84227 } } { "total_parts": 4313, "correct_parts": 3410, "pcp": 0.790633 } ``` ### Tsinghua (duration 00:01:51) ```json { "avg_time_2d": 0.12249499678611755, "avg_time_3d": 0.0008533298969268799, "avg_fps": 8.10712254386391 } { "person_nums": { "total_frames": 210, "total_labels": 630, "total_preds": 630, "considered_empty": 0, "valid_preds": 630, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 630 }, "mpjpe": { "count": 630, "mean": 0.055918, "median": 0.051032, "std": 0.018367, "sem": 0.000732, "min": 0.029282, "max": 0.143654, "recall-0.025": 0.0, "recall-0.05": 0.434921, "recall-0.1": 0.947619, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630, "ap-0.025": 0.0, "ap-0.05": 0.221004, "ap-0.1": 0.927404, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.040423, "median": 0.038874, "std": 0.0132, "sem": 0.00054, "min": 0.011364, "max": 0.090952, "recall-0.025": 0.11204, "recall-0.05": 0.774247, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 598 }, "shoulder_left": { "count": 630, "mean": 0.062899, "median": 0.060361, "std": 0.019329, "sem": 0.000771, "min": 0.018922, "max": 0.139218, "recall-0.025": 0.003175, "recall-0.05": 0.284127, "recall-0.1": 0.971429, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "shoulder_right": { "count": 630, "mean": 0.066021, "median": 0.065993, "std": 0.019724, "sem": 0.000786, "min": 0.0267, "max": 0.14349, "recall-0.025": 0.0, "recall-0.05": 0.271429, "recall-0.1": 0.939683, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_left": { "count": 630, "mean": 0.052134, "median": 0.049155, "std": 0.020321, "sem": 0.00081, "min": 0.011709, "max": 0.138718, "recall-0.025": 0.050794, "recall-0.05": 0.530159, "recall-0.1": 0.974603, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, "mean": 0.055119, "median": 0.048445, "std": 0.031498, "sem": 0.001257, "min": 0.007745, "max": 0.228126, "recall-0.025": 0.09539, "recall-0.05": 0.534181, "recall-0.1": 0.923688, "recall-0.15": 0.971383, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.048089, "median": 0.041114, "std": 0.027026, "sem": 0.001078, "min": 0.00301, "max": 0.213545, "recall-0.025": 0.125397, "recall-0.05": 0.647619, "recall-0.1": 0.952381, "recall-0.15": 0.987302, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.052284, "median": 0.04672, "std": 0.025691, "sem": 0.001028, "min": 0.007215, "max": 0.226556, "recall-0.025": 0.0864, "recall-0.05": 0.5536, "recall-0.1": 0.9488, "recall-0.15": 0.9952, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, "mean": 0.056765, "median": 0.053281, "std": 0.020535, "sem": 0.000819, "min": 0.014001, "max": 0.17071, "recall-0.025": 0.022222, "recall-0.05": 0.407937, "recall-0.1": 0.95873, "recall-0.15": 0.995238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "hip_right": { "count": 629, "mean": 0.055321, "median": 0.051038, "std": 0.023338, "sem": 0.000931, "min": 0.004999, "max": 0.140255, "recall-0.025": 0.065183, "recall-0.05": 0.488076, "recall-0.1": 0.958665, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.045803, "median": 0.034817, "std": 0.046062, "sem": 0.00184, "min": 0.00226, "max": 0.364064, "recall-0.025": 0.288217, "recall-0.05": 0.734076, "recall-0.1": 0.942675, "recall-0.15": 0.961783, "recall-0.25": 0.984076, "recall-0.5": 1.0, "num_labels": 628 }, "knee_right": { "count": 629, "mean": 0.053755, "median": 0.036722, "std": 0.072138, "sem": 0.002879, "min": 0.002669, "max": 0.494333, "recall-0.025": 0.267091, "recall-0.05": 0.712242, "recall-0.1": 0.933227, "recall-0.15": 0.952305, "recall-0.25": 0.958665, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.065276, "median": 0.050521, "std": 0.071559, "sem": 0.002879, "min": 0.012793, "max": 0.482535, "recall-0.025": 0.03231, "recall-0.05": 0.49273, "recall-0.1": 0.945073, "recall-0.15": 0.959612, "recall-0.25": 0.962843, "recall-0.5": 1.0, "num_labels": 619 }, "ankle_right": { "count": 601, "mean": 0.054328, "median": 0.046953, "std": 0.043021, "sem": 0.001756, "min": 0.01012, "max": 0.476577, "recall-0.025": 0.096463, "recall-0.05": 0.527331, "recall-0.1": 0.92926, "recall-0.15": 0.946945, "recall-0.25": 0.954984, "recall-0.5": 0.966238, "num_labels": 622 }, "joint_recalls": { "num_labels": 8129, "recall-0.025": 0.09521, "recall-0.05": 0.5334, "recall-0.1": 0.95129, "recall-0.15": 0.98155, "recall-0.25": 0.98905, "recall-0.5": 0.99742 } } { "total_parts": 8725, "correct_parts": 8587, "pcp": 0.984183 } ``` ### H3WB ##### default joints ```json { "avg_time_2d": 0.07072665314925344, "avg_time_3d": 0.00042495602055599814, "avg_fps": 14.054495909058275 } { "person_nums": { "total_frames": 200, "total_labels": 200, "total_preds": 200, "considered_empty": 0, "valid_preds": 200, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 200 }, "mpjpe": { "count": 200, "mean": 0.025118, "median": 0.023763, "std": 0.009974, "sem": 0.000707, "min": 0.012001, "max": 0.107083, "recall-0.025": 0.57, "recall-0.05": 0.985, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.469314, "ap-0.05": 0.984516, "ap-0.1": 0.994825, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.043661, "median": 0.035621, "std": 0.033692, "sem": 0.002388, "min": 0.004482, "max": 0.189964, "recall-0.025": 0.37, "recall-0.05": 0.71, "recall-0.1": 0.93, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.019032, "median": 0.016999, "std": 0.010274, "sem": 0.000728, "min": 0.00327, "max": 0.064981, "recall-0.025": 0.77, "recall-0.05": 0.975, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_right": { "count": 200, "mean": 0.026248, "median": 0.023296, "std": 0.012812, "sem": 0.000908, "min": 0.006157, "max": 0.075377, "recall-0.025": 0.565, "recall-0.05": 0.935, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_left": { "count": 200, "mean": 0.015208, "median": 0.011591, "std": 0.013062, "sem": 0.000926, "min": 0.001038, "max": 0.098801, "recall-0.025": 0.875, "recall-0.05": 0.98, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "mean": 0.020709, "median": 0.014512, "std": 0.018278, "sem": 0.001296, "min": 0.002652, "max": 0.118555, "recall-0.025": 0.735, "recall-0.05": 0.915, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "mean": 0.024474, "median": 0.017257, "std": 0.026666, "sem": 0.00189, "min": 0.000802, "max": 0.261247, "recall-0.025": 0.725, "recall-0.05": 0.91, "recall-0.1": 0.975, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.03209, "median": 0.023494, "std": 0.029222, "sem": 0.002071, "min": 0.001103, "max": 0.23071, "recall-0.025": 0.525, "recall-0.05": 0.83, "recall-0.1": 0.97, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.036471, "median": 0.034929, "std": 0.014311, "sem": 0.001015, "min": 0.006136, "max": 0.09849, "recall-0.025": 0.215, "recall-0.05": 0.845, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.03468, "median": 0.0333, "std": 0.013769, "sem": 0.000976, "min": 0.003115, "max": 0.076881, "recall-0.025": 0.25, "recall-0.05": 0.845, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, "mean": 0.01832, "median": 0.013632, "std": 0.014531, "sem": 0.00103, "min": 0.002782, "max": 0.100895, "recall-0.025": 0.78, "recall-0.05": 0.97, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.017824, "median": 0.0126, "std": 0.021911, "sem": 0.001553, "min": 0.001628, "max": 0.248436, "recall-0.025": 0.84, "recall-0.05": 0.96, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.018574, "median": 0.013814, "std": 0.034692, "sem": 0.002459, "min": 0.002513, "max": 0.44466, "recall-0.025": 0.91, "recall-0.05": 0.96, "recall-0.1": 0.985, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 200, "mean": 0.019241, "median": 0.013737, "std": 0.033206, "sem": 0.002354, "min": 0.001808, "max": 0.44532, "recall-0.025": 0.835, "recall-0.05": 0.965, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "joint_recalls": { "num_labels": 2600, "recall-0.025": 0.64538, "recall-0.05": 0.90769, "recall-0.1": 0.98692, "recall-0.15": 0.99654, "recall-0.25": 0.99885, "recall-0.5": 1.0 } } { "total_parts": 2800, "correct_parts": 2795, "pcp": 0.998214 } ``` ##### whole-body ```json { "avg_time_2d": 0.0848806757675974, "avg_time_3d": 0.0006954770339162726, "avg_fps": 11.685498439260428 } { "person_nums": { "total_frames": 200, "total_labels": 200, "total_preds": 200, "considered_empty": 0, "valid_preds": 200, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 200 }, "mpjpe": { "count": 200, "mean": 0.048838, "median": 0.041028, "std": 0.026953, "sem": 0.001911, "min": 0.021878, "max": 0.244768, "recall-0.025": 0.02, "recall-0.05": 0.68, "recall-0.1": 0.96, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.004893, "ap-0.05": 0.612983, "ap-0.1": 0.95333, "ap-0.15": 0.982961, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.051521, "median": 0.04253, "std": 0.041087, "sem": 0.002913, "min": 0.004778, "max": 0.258996, "recall-0.025": 0.285, "recall-0.05": 0.61, "recall-0.1": 0.875, "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "eye_left": { "count": 200, "mean": 0.044502, "median": 0.034878, "std": 0.03116, "sem": 0.002209, "min": 0.005777, "max": 0.164617, "recall-0.025": 0.325, "recall-0.05": 0.675, "recall-0.1": 0.92, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_right": { "count": 200, "mean": 0.051067, "median": 0.044561, "std": 0.033543, "sem": 0.002378, "min": 0.004727, "max": 0.194151, "recall-0.025": 0.23, "recall-0.05": 0.595, "recall-0.1": 0.905, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_left": { "count": 200, "mean": 0.034685, "median": 0.026405, "std": 0.028367, "sem": 0.002011, "min": 0.004074, "max": 0.196783, "recall-0.025": 0.45, "recall-0.05": 0.82, "recall-0.1": 0.97, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_right": { "count": 200, "mean": 0.043914, "median": 0.037015, "std": 0.027712, "sem": 0.001964, "min": 0.003835, "max": 0.133839, "recall-0.025": 0.28, "recall-0.05": 0.67, "recall-0.1": 0.965, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.020108, "median": 0.018308, "std": 0.01134, "sem": 0.000804, "min": 0.001587, "max": 0.096788, "recall-0.025": 0.74, "recall-0.05": 0.985, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_right": { "count": 200, "mean": 0.023687, "median": 0.019472, "std": 0.014822, "sem": 0.001051, "min": 0.001051, "max": 0.091146, "recall-0.025": 0.655, "recall-0.05": 0.93, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_left": { "count": 200, "mean": 0.021659, "median": 0.0159, "std": 0.019532, "sem": 0.001385, "min": 0.001613, "max": 0.131488, "recall-0.025": 0.755, "recall-0.05": 0.95, "recall-0.1": 0.985, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "mean": 0.025529, "median": 0.018237, "std": 0.02204, "sem": 0.001562, "min": 0.001078, "max": 0.117042, "recall-0.025": 0.625, "recall-0.05": 0.88, "recall-0.1": 0.975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "mean": 0.031488, "median": 0.020573, "std": 0.037475, "sem": 0.002657, "min": 0.003098, "max": 0.344977, "recall-0.025": 0.59, "recall-0.05": 0.855, "recall-0.1": 0.955, "recall-0.15": 0.97, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.043503, "median": 0.028684, "std": 0.054739, "sem": 0.00388, "min": 0.002623, "max": 0.453945, "recall-0.025": 0.455, "recall-0.05": 0.76, "recall-0.1": 0.92, "recall-0.15": 0.955, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.031703, "median": 0.028115, "std": 0.015884, "sem": 0.001126, "min": 0.005344, "max": 0.087771, "recall-0.025": 0.4, "recall-0.05": 0.88, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.03134, "median": 0.028853, "std": 0.015832, "sem": 0.001122, "min": 0.003002, "max": 0.076522, "recall-0.025": 0.375, "recall-0.05": 0.87, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, "mean": 0.021698, "median": 0.016517, "std": 0.024025, "sem": 0.001703, "min": 0.001677, "max": 0.221707, "recall-0.025": 0.775, "recall-0.05": 0.955, "recall-0.1": 0.98, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.025658, "median": 0.015109, "std": 0.039012, "sem": 0.002765, "min": 0.001272, "max": 0.272669, "recall-0.025": 0.745, "recall-0.05": 0.91, "recall-0.1": 0.955, "recall-0.15": 0.97, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.017174, "median": 0.011853, "std": 0.021843, "sem": 0.001548, "min": 0.000658, "max": 0.208937, "recall-0.025": 0.855, "recall-0.05": 0.955, "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 199, "mean": 0.019108, "median": 0.012413, "std": 0.033692, "sem": 0.002394, "min": 0.000333, "max": 0.424703, "recall-0.025": 0.825, "recall-0.05": 0.96, "recall-0.1": 0.98, "recall-0.15": 0.985, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "foot_toe_big_left": { "count": 200, "mean": 0.033002, "median": 0.022606, "std": 0.037939, "sem": 0.002689, "min": 0.002734, "max": 0.313976, "recall-0.025": 0.55, "recall-0.05": 0.87, "recall-0.1": 0.945, "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_left": { "count": 200, "mean": 0.028072, "median": 0.019116, "std": 0.036699, "sem": 0.002602, "min": 0.001688, "max": 0.38526, "recall-0.025": 0.665, "recall-0.05": 0.915, "recall-0.1": 0.96, "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_heel_left": { "count": 199, "mean": 0.023885, "median": 0.016957, "std": 0.021684, "sem": 0.001541, "min": 0.0018, "max": 0.150759, "recall-0.025": 0.695, "recall-0.05": 0.91, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "foot_toe_big_right": { "count": 199, "mean": 0.032017, "median": 0.021654, "std": 0.039765, "sem": 0.002826, "min": 0.0018, "max": 0.364132, "recall-0.025": 0.59, "recall-0.05": 0.88, "recall-0.1": 0.945, "recall-0.15": 0.97, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "foot_toe_small_right": { "count": 199, "mean": 0.032657, "median": 0.023201, "std": 0.033449, "sem": 0.002377, "min": 0.001822, "max": 0.258968, "recall-0.025": 0.55, "recall-0.05": 0.84, "recall-0.1": 0.965, "recall-0.15": 0.975, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "foot_heel_right": { "count": 199, "mean": 0.026202, "median": 0.018079, "std": 0.029149, "sem": 0.002072, "min": 0.001723, "max": 0.23763, "recall-0.025": 0.68, "recall-0.05": 0.885, "recall-0.1": 0.965, "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "face_jaw_right_1": { "count": 200, "mean": 0.088307, "median": 0.076778, "std": 0.039091, "sem": 0.002771, "min": 0.026231, "max": 0.318825, "recall-0.025": 0.0, "recall-0.05": 0.095, "recall-0.1": 0.715, "recall-0.15": 0.93, "recall-0.25": 0.995, "recall-0.5": 1.0, 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"hand_finger_ring_right_3": { "count": 197, "mean": 0.059525, "median": 0.033549, "std": 0.078514, "sem": 0.005608, "min": 0.00316, "max": 0.461042, "recall-0.025": 0.385, "recall-0.05": 0.65, "recall-0.1": 0.85, "recall-0.15": 0.91, "recall-0.25": 0.935, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_ring_right_4": { "count": 197, "mean": 0.062354, "median": 0.037659, "std": 0.078235, "sem": 0.005588, "min": 0.001276, "max": 0.468517, "recall-0.025": 0.295, "recall-0.05": 0.64, "recall-0.1": 0.84, "recall-0.15": 0.91, "recall-0.25": 0.945, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_pinky_right_1": { "count": 196, "mean": 0.058308, "median": 0.031626, "std": 0.074558, "sem": 0.005339, "min": 0.003995, "max": 0.482459, "recall-0.025": 0.395, "recall-0.05": 0.65, "recall-0.1": 0.835, "recall-0.15": 0.915, "recall-0.25": 0.94, "recall-0.5": 0.98, "num_labels": 200 }, "hand_finger_pinky_right_2": { "count": 197, "mean": 0.065528, "median": 0.035971, "std": 0.083591, "sem": 0.005971, "min": 0.004282, "max": 0.427394, "recall-0.025": 0.345, "recall-0.05": 0.635, "recall-0.1": 0.81, "recall-0.15": 0.89, "recall-0.25": 0.92, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_pinky_right_3": { "count": 197, "mean": 0.062549, "median": 0.035577, "std": 0.078141, "sem": 0.005582, "min": 0.002508, "max": 0.432715, "recall-0.025": 0.345, "recall-0.05": 0.625, "recall-0.1": 0.815, "recall-0.15": 0.91, "recall-0.25": 0.94, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_pinky_right_4": { "count": 196, "mean": 0.062955, "median": 0.039602, "std": 0.072136, "sem": 0.005166, "min": 0.005135, "max": 0.441351, "recall-0.025": 0.3, "recall-0.05": 0.595, "recall-0.1": 0.81, "recall-0.15": 0.9, "recall-0.25": 0.94, "recall-0.5": 0.98, "num_labels": 200 }, "hip_middle": { "count": 200, "mean": 0.031149, "median": 0.028423, "std": 0.018329, "sem": 0.001299, "min": 0.004337, "max": 0.180839, "recall-0.025": 0.415, "recall-0.05": 0.89, "recall-0.1": 0.995, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_middle": { "count": 200, "mean": 0.018763, "median": 0.015926, "std": 0.011086, "sem": 0.000786, "min": 0.001721, "max": 0.054583, "recall-0.025": 0.77, "recall-0.05": 0.98, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "head": { "count": 200, "mean": 0.031253, "median": 0.029666, "std": 0.017332, "sem": 0.001229, "min": 0.00157, "max": 0.11713, "recall-0.025": 0.395, "recall-0.05": 0.86, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "body_errors": { "body": { "count": 5195, "mean": 0.030594, "median": 0.023661, "std": 0.027594, "sem": 0.001957, "min": 0.002529, "max": 0.212981, "num_labels": 5200 }, "face": { "count": 13600, "mean": 0.04806, "median": 0.039107, "std": 0.031715, "sem": 0.002248, "min": 0.00621, "max": 0.200611, "num_labels": 13600 }, "hand": { "count": 8306, "mean": 0.052917, "median": 0.029792, "std": 0.066679, "sem": 0.004755, "min": 0.003303, "max": 0.432716, "num_labels": 8400 } }, "joint_recalls": { "num_labels": 27200, "recall-0.025": 0.38283, "recall-0.05": 0.69585, "recall-0.1": 0.91007, "recall-0.15": 0.96386, "recall-0.25": 0.98581, "recall-0.5": 0.99636 } } { "total_parts": 2800, "correct_parts": 2791, "pcp": 0.996786 } ``` ### EgoHumans ##### tagging ```json { "avg_time_2d": 0.1634286986456977, "avg_time_3d": 0.0010383023156060112, "avg_fps": 6.080247065703369 } { "person_nums": { "total_frames": 100, "total_labels": 400, "total_preds": 354, "considered_empty": 0, "valid_preds": 352, "invalid_preds": 2, "missing": 48, "invalid_fraction": 0.00565, "precision": 0.99435, "recall": 0.88, "f1": 0.93369, "non_empty": 354 }, "mpjpe": { "count": 352, "mean": 0.038052, "median": 0.03216, "std": 0.02177, "sem": 0.001162, "min": 0.016412, "max": 0.227347, "recall-0.025": 0.17, "recall-0.05": 0.755, "recall-0.1": 0.8675, "recall-0.15": 0.8725, "recall-0.25": 0.88, "recall-0.5": 0.88, "num_labels": 400, "ap-0.025": 0.0372, "ap-0.05": 0.678841, "ap-0.1": 0.862522, "ap-0.15": 0.872493, "ap-0.25": 0.88, "ap-0.5": 0.88 }, "head": { "count": 352, "mean": 0.04212, "median": 0.036666, "std": 0.026086, "sem": 0.001392, "min": 0.005474, "max": 0.265279, "recall-0.025": 0.22, "recall-0.05": 0.6075, "recall-0.1": 0.8725, "recall-0.15": 0.875, "recall-0.25": 0.875, "recall-0.5": 0.88, "num_labels": 400 }, "shoulder_left": { "count": 352, "mean": 0.038597, "median": 0.033732, "std": 0.024641, "sem": 0.001315, "min": 0.005504, "max": 0.264632, "recall-0.025": 0.255, "recall-0.05": 0.685, "recall-0.1": 0.87, "recall-0.15": 0.875, "recall-0.25": 0.8775, "recall-0.5": 0.88, "num_labels": 400 }, "shoulder_right": { "count": 352, "mean": 0.038539, "median": 0.035393, "std": 0.025932, "sem": 0.001384, "min": 0.004185, "max": 0.378378, "recall-0.025": 0.2375, "recall-0.05": 0.7075, "recall-0.1": 0.8675, "recall-0.15": 0.8775, "recall-0.25": 0.8775, "recall-0.5": 0.88, "num_labels": 400 }, "elbow_left": { "count": 351, "mean": 0.027676, "median": 0.023731, "std": 0.019375, "sem": 0.001036, "min": 0.003068, "max": 0.170425, "recall-0.025": 0.4625, "recall-0.05": 0.8075, "recall-0.1": 0.8675, "recall-0.15": 0.8725, "recall-0.25": 0.8775, "recall-0.5": 0.8775, "num_labels": 400 }, "elbow_right": { "count": 352, "mean": 0.037706, "median": 0.030229, "std": 0.04125, "sem": 0.002202, "min": 0.004836, "max": 0.494385, "recall-0.025": 0.35, "recall-0.05": 0.725, "recall-0.1": 0.845, "recall-0.15": 0.8675, "recall-0.25": 0.875, "recall-0.5": 0.88, "num_labels": 400 }, "wrist_left": { "count": 352, "mean": 0.032269, "median": 0.026003, "std": 0.028445, "sem": 0.001518, "min": 0.002374, "max": 0.294686, "recall-0.025": 0.4075, "recall-0.05": 0.775, "recall-0.1": 0.85, "recall-0.15": 0.8725, "recall-0.25": 0.8775, "recall-0.5": 0.88, "num_labels": 400 }, "wrist_right": { "count": 350, "mean": 0.03623, "median": 0.023135, "std": 0.048003, "sem": 0.00257, "min": 0.001093, "max": 0.394652, "recall-0.025": 0.48, "recall-0.05": 0.715, "recall-0.1": 0.83, "recall-0.15": 0.85, "recall-0.25": 0.86, "recall-0.5": 0.875, "num_labels": 400 }, "hip_left": { "count": 352, "mean": 0.046087, "median": 0.037663, "std": 0.033402, "sem": 0.001783, "min": 0.003268, "max": 0.347286, "recall-0.025": 0.225, "recall-0.05": 0.6175, "recall-0.1": 0.81, "recall-0.15": 0.875, "recall-0.25": 0.8775, "recall-0.5": 0.88, "num_labels": 400 }, "hip_right": { "count": 352, "mean": 0.04387, "median": 0.036426, "std": 0.031286, "sem": 0.00167, "min": 0.002758, "max": 0.337234, "recall-0.025": 0.215, "recall-0.05": 0.63, "recall-0.1": 0.8275, "recall-0.15": 0.875, "recall-0.25": 0.8775, "recall-0.5": 0.88, "num_labels": 400 }, "knee_left": { "count": 352, "mean": 0.026163, "median": 0.022106, "std": 0.016751, "sem": 0.000894, "min": 0.00144, "max": 0.121418, "recall-0.025": 0.5125, "recall-0.05": 0.815, "recall-0.1": 0.875, "recall-0.15": 0.88, "recall-0.25": 0.88, "recall-0.5": 0.88, "num_labels": 400 }, "knee_right": { "count": 352, "mean": 0.031423, "median": 0.023752, "std": 0.037684, "sem": 0.002011, "min": 0.004253, "max": 0.466897, "recall-0.025": 0.48, "recall-0.05": 0.795, "recall-0.1": 0.865, "recall-0.15": 0.8675, "recall-0.25": 0.8725, "recall-0.5": 0.88, "num_labels": 400 }, "ankle_left": { "count": 352, "mean": 0.037612, "median": 0.029984, "std": 0.040079, "sem": 0.002139, "min": 0.003222, "max": 0.45785, "recall-0.025": 0.34, "recall-0.05": 0.7325, "recall-0.1": 0.855, "recall-0.15": 0.87, "recall-0.25": 0.8725, "recall-0.5": 0.88, "num_labels": 400 }, "ankle_right": { "count": 351, "mean": 0.0489, "median": 0.035262, "std": 0.048086, "sem": 0.00257, "min": 0.004299, "max": 0.409273, "recall-0.025": 0.2475, "recall-0.05": 0.605, "recall-0.1": 0.7875, "recall-0.15": 0.8525, "recall-0.25": 0.865, "recall-0.5": 0.8775, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, "recall-0.025": 0.34077, "recall-0.05": 0.70904, "recall-0.1": 0.84788, "recall-0.15": 0.87, "recall-0.25": 0.87423, "recall-0.5": 0.87923 } } { "total_parts": 5600, "correct_parts": 4880, "pcp": 0.871429 } ``` ##### legoassemble ```json { "avg_time_2d": 0.16724643406567272, "avg_time_3d": 0.0010111460814604888, "avg_fps": 5.943268642788918 } { "person_nums": { "total_frames": 121, "total_labels": 363, "total_preds": 363, "considered_empty": 0, "valid_preds": 363, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 363 }, "mpjpe": { "count": 363, "mean": 0.029164, "median": 0.027788, "std": 0.008325, "sem": 0.000438, "min": 0.013877, "max": 0.063812, "recall-0.025": 0.344353, "recall-0.05": 0.975207, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363, "ap-0.025": 0.122284, "ap-0.05": 0.964028, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 363, "mean": 0.029617, "median": 0.025232, "std": 0.018893, "sem": 0.000993, "min": 0.001147, "max": 0.112107, "recall-0.025": 0.493113, "recall-0.05": 0.856749, "recall-0.1": 0.997245, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_left": { "count": 363, "mean": 0.03239, "median": 0.02617, "std": 0.021564, "sem": 0.001133, "min": 0.003873, "max": 0.153484, "recall-0.025": 0.4573, "recall-0.05": 0.84022, "recall-0.1": 0.977961, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_right": { "count": 363, "mean": 0.028807, "median": 0.027798, "std": 0.0147, "sem": 0.000773, "min": 0.003245, "max": 0.107071, "recall-0.025": 0.426997, "recall-0.05": 0.911846, "recall-0.1": 0.997245, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "elbow_left": { "count": 363, "mean": 0.023219, "median": 0.020785, "std": 0.016223, "sem": 0.000853, "min": 0.002906, "max": 0.23055, "recall-0.025": 0.652893, "recall-0.05": 0.969697, "recall-0.1": 0.997245, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "elbow_right": { "count": 363, "mean": 0.020129, "median": 0.018367, "std": 0.012083, "sem": 0.000635, "min": 0.001448, "max": 0.117355, "recall-0.025": 0.76584, "recall-0.05": 0.980716, "recall-0.1": 0.99449, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_left": { "count": 363, "mean": 0.024959, "median": 0.019772, "std": 0.021427, "sem": 0.001126, "min": 0.000366, "max": 0.236533, "recall-0.025": 0.672176, "recall-0.05": 0.928375, "recall-0.1": 0.991736, "recall-0.15": 0.99449, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_right": { "count": 363, "mean": 0.020637, "median": 0.01713, "std": 0.015773, "sem": 0.000829, "min": 0.001243, "max": 0.166534, "recall-0.025": 0.721763, "recall-0.05": 0.958678, "recall-0.1": 0.99449, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "hip_left": { "count": 363, "mean": 0.042729, "median": 0.040233, "std": 0.01944, "sem": 0.001022, "min": 0.003893, "max": 0.111099, "recall-0.025": 0.184573, "recall-0.05": 0.727273, "recall-0.1": 0.988981, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "hip_right": { "count": 363, "mean": 0.039511, "median": 0.0375, "std": 0.020294, "sem": 0.001067, "min": 0.005076, "max": 0.133689, "recall-0.025": 0.242424, "recall-0.05": 0.749311, "recall-0.1": 0.991736, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_left": { "count": 363, "mean": 0.031968, "median": 0.022427, "std": 0.027544, "sem": 0.001448, "min": 0.003086, "max": 0.150748, "recall-0.025": 0.550964, "recall-0.05": 0.856749, "recall-0.1": 0.953168, "recall-0.15": 0.99449, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_right": { "count": 363, "mean": 0.02589, "median": 0.022757, "std": 0.014944, "sem": 0.000785, "min": 0.002601, "max": 0.084957, "recall-0.025": 0.553719, "recall-0.05": 0.92562, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_left": { "count": 363, "mean": 0.03051, "median": 0.024921, "std": 0.020852, "sem": 0.001096, "min": 0.001532, "max": 0.148278, "recall-0.025": 0.504132, "recall-0.05": 0.856749, "recall-0.1": 0.983471, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_right": { "count": 363, "mean": 0.028768, "median": 0.024115, "std": 0.020511, "sem": 0.001078, "min": 0.003752, "max": 0.160106, "recall-0.025": 0.5427, "recall-0.05": 0.889807, "recall-0.1": 0.986226, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "joint_recalls": { "num_labels": 4719, "recall-0.025": 0.51854, "recall-0.05": 0.87942, "recall-0.1": 0.98707, "recall-0.15": 0.99703, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 5082, "correct_parts": 5081, "pcp": 0.999803 } ``` ##### fencing ```json { "avg_time_2d": 0.2512380465483054, "avg_time_3d": 0.002534140379000933, "avg_fps": 3.9405421536066614 } { "person_nums": { "total_frames": 166, "total_labels": 332, "total_preds": 933, "considered_empty": 0, "valid_preds": 332, "invalid_preds": 601, "missing": 0, "invalid_fraction": 0.64416, "precision": 0.35584, "recall": 1.0, "f1": 0.5249, "non_empty": 933 }, "mpjpe": { "count": 332, "mean": 0.026598, "median": 0.023644, "std": 0.008421, "sem": 0.000463, "min": 0.012107, "max": 0.055536, "recall-0.025": 0.572289, "recall-0.05": 0.990964, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332, "ap-0.025": 0.26883, "ap-0.05": 0.640035, "ap-0.1": 0.652445, "ap-0.15": 0.652445, "ap-0.25": 0.652445, "ap-0.5": 0.652445 }, "head": { "count": 332, "mean": 0.041124, "median": 0.040656, "std": 0.021477, "sem": 0.00118, "min": 0.004259, "max": 0.112898, "recall-0.025": 0.274096, "recall-0.05": 0.656627, "recall-0.1": 0.98494, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_left": { "count": 332, "mean": 0.030034, "median": 0.029064, "std": 0.01426, "sem": 0.000784, "min": 0.00209, "max": 0.093038, "recall-0.025": 0.313253, "recall-0.05": 0.906627, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_right": { "count": 332, "mean": 0.02942, "median": 0.023376, "std": 0.017706, "sem": 0.000973, "min": 0.006935, "max": 0.100497, "recall-0.025": 0.569277, "recall-0.05": 0.870482, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_left": { "count": 332, "mean": 0.018987, "median": 0.015542, "std": 0.012015, "sem": 0.00066, "min": 0.002472, "max": 0.101389, "recall-0.025": 0.810241, "recall-0.05": 0.972892, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_right": { "count": 332, "mean": 0.023388, "median": 0.019172, "std": 0.016048, "sem": 0.000882, "min": 0.002325, "max": 0.097949, "recall-0.025": 0.707831, "recall-0.05": 0.915663, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_left": { "count": 332, "mean": 0.019221, "median": 0.013759, "std": 0.016795, "sem": 0.000923, "min": 0.002211, "max": 0.114595, "recall-0.025": 0.801205, "recall-0.05": 0.933735, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_right": { "count": 332, "mean": 0.025946, "median": 0.017613, "std": 0.022503, "sem": 0.001237, "min": 0.002362, "max": 0.173359, "recall-0.025": 0.668675, "recall-0.05": 0.885542, "recall-0.1": 0.98494, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_left": { "count": 332, "mean": 0.034035, "median": 0.030367, "std": 0.017533, "sem": 0.000964, "min": 0.004807, "max": 0.118541, "recall-0.025": 0.286145, "recall-0.05": 0.864458, "recall-0.1": 0.987952, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_right": { "count": 332, "mean": 0.029803, "median": 0.025177, "std": 0.01786, "sem": 0.000982, "min": 0.002774, "max": 0.115309, "recall-0.025": 0.490964, "recall-0.05": 0.873494, "recall-0.1": 0.987952, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "knee_left": { "count": 332, "mean": 0.021361, "median": 0.017762, "std": 0.014778, "sem": 0.000812, "min": 0.001275, "max": 0.087102, "recall-0.025": 0.716867, "recall-0.05": 0.936747, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "knee_right": { "count": 332, "mean": 0.019867, "median": 0.013509, "std": 0.0167, "sem": 0.000918, "min": 0.000879, "max": 0.095043, "recall-0.025": 0.746988, "recall-0.05": 0.936747, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_left": { "count": 332, "mean": 0.020521, "median": 0.017477, "std": 0.010432, "sem": 0.000573, "min": 0.004132, "max": 0.083164, "recall-0.025": 0.692771, "recall-0.05": 0.990964, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_right": { "count": 332, "mean": 0.032071, "median": 0.030696, "std": 0.012251, "sem": 0.000673, "min": 0.005935, "max": 0.099234, "recall-0.025": 0.216867, "recall-0.05": 0.933735, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "joint_recalls": { "num_labels": 4316, "recall-0.025": 0.55955, "recall-0.05": 0.89805, "recall-0.1": 0.99513, "recall-0.15": 0.99977, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 4648, "correct_parts": 4648, "pcp": 1.0 } ``` ##### basketball ```json { "avg_time_2d": 0.17362298727035522, "avg_time_3d": 0.001382601261138916, "avg_fps": 5.714103237451981 } { "person_nums": { "total_frames": 110, "total_labels": 330, "total_preds": 485, "considered_empty": 0, "valid_preds": 329, "invalid_preds": 156, "missing": 1, "invalid_fraction": 0.32165, "precision": 0.67835, "recall": 0.99697, "f1": 0.80736, "non_empty": 485 }, "mpjpe": { "count": 329, "mean": 0.042457, "median": 0.038712, "std": 0.017119, "sem": 0.000945, "min": 0.019183, "max": 0.12981, "recall-0.025": 0.066667, "recall-0.05": 0.745455, "recall-0.1": 0.984848, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330, "ap-0.025": 0.004981, "ap-0.05": 0.469102, "ap-0.1": 0.696241, "ap-0.15": 0.708874, "ap-0.25": 0.708874, "ap-0.5": 0.708874 }, "head": { "count": 329, "mean": 0.051211, "median": 0.043471, "std": 0.03206, "sem": 0.00177, "min": 0.008073, "max": 0.341898, "recall-0.025": 0.157576, "recall-0.05": 0.593939, "recall-0.1": 0.936364, "recall-0.15": 0.990909, "recall-0.25": 0.993939, "recall-0.5": 0.99697, "num_labels": 330 }, "shoulder_left": { "count": 329, "mean": 0.048514, "median": 0.042409, "std": 0.025476, "sem": 0.001407, "min": 0.004178, "max": 0.168645, "recall-0.025": 0.157576, "recall-0.05": 0.618182, "recall-0.1": 0.963636, "recall-0.15": 0.987879, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "shoulder_right": { "count": 329, "mean": 0.042565, "median": 0.038218, "std": 0.026581, "sem": 0.001468, "min": 0.005377, "max": 0.239751, "recall-0.025": 0.239394, "recall-0.05": 0.739394, "recall-0.1": 0.954545, "recall-0.15": 0.993939, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "elbow_left": { "count": 329, "mean": 0.048209, "median": 0.039498, "std": 0.032771, "sem": 0.001809, "min": 0.006562, "max": 0.281878, "recall-0.025": 0.251515, "recall-0.05": 0.618182, "recall-0.1": 0.930303, "recall-0.15": 0.978788, "recall-0.25": 0.993939, "recall-0.5": 0.99697, "num_labels": 330 }, "elbow_right": { "count": 329, "mean": 0.044556, "median": 0.037746, "std": 0.029977, "sem": 0.001655, "min": 0.002365, "max": 0.198855, "recall-0.025": 0.272727, "recall-0.05": 0.669697, "recall-0.1": 0.942424, "recall-0.15": 0.981818, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "wrist_left": { "count": 329, "mean": 0.052327, "median": 0.043441, "std": 0.03961, "sem": 0.002187, "min": 0.00345, "max": 0.316293, "recall-0.025": 0.230303, "recall-0.05": 0.584848, "recall-0.1": 0.912121, "recall-0.15": 0.972727, "recall-0.25": 0.990909, "recall-0.5": 0.99697, "num_labels": 330 }, "wrist_right": { "count": 329, "mean": 0.049577, "median": 0.042889, "std": 0.032289, "sem": 0.001783, "min": 0.002432, "max": 0.213404, "recall-0.025": 0.20303, "recall-0.05": 0.59697, "recall-0.1": 0.924242, "recall-0.15": 0.975758, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "hip_left": { "count": 329, "mean": 0.041858, "median": 0.036794, "std": 0.025247, "sem": 0.001394, "min": 0.00122, "max": 0.182991, "recall-0.025": 0.269697, "recall-0.05": 0.690909, "recall-0.1": 0.969697, "recall-0.15": 0.990909, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "hip_right": { "count": 329, "mean": 0.042731, "median": 0.039022, "std": 0.025096, "sem": 0.001386, "min": 0.002491, "max": 0.199011, "recall-0.025": 0.245455, "recall-0.05": 0.681818, "recall-0.1": 0.966667, "recall-0.15": 0.993939, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "knee_left": { "count": 329, "mean": 0.032896, "median": 0.028806, "std": 0.020837, "sem": 0.001151, "min": 0.003233, "max": 0.119088, "recall-0.025": 0.418182, "recall-0.05": 0.8, "recall-0.1": 0.984848, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "knee_right": { "count": 329, "mean": 0.033092, "median": 0.027301, "std": 0.020891, "sem": 0.001154, "min": 0.001302, "max": 0.118836, "recall-0.025": 0.430303, "recall-0.05": 0.818182, "recall-0.1": 0.987879, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "ankle_left": { "count": 329, "mean": 0.031418, "median": 0.025562, "std": 0.021484, "sem": 0.001186, "min": 0.002027, "max": 0.162471, "recall-0.025": 0.487879, "recall-0.05": 0.866667, "recall-0.1": 0.981818, "recall-0.15": 0.993939, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "ankle_right": { "count": 329, "mean": 0.032982, "median": 0.027403, "std": 0.020584, "sem": 0.001137, "min": 0.00649, "max": 0.134586, "recall-0.025": 0.418182, "recall-0.05": 0.845455, "recall-0.1": 0.978788, "recall-0.15": 0.99697, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "joint_recalls": { "num_labels": 4290, "recall-0.025": 0.28974, "recall-0.05": 0.70093, "recall-0.1": 0.95455, "recall-0.15": 0.98695, "recall-0.25": 0.99534, "recall-0.5": 0.99697 } } { "total_parts": 4620, "correct_parts": 4577, "pcp": 0.990693 } ``` ##### volleyball ```json { "avg_time_2d": 0.34771865767401616, "avg_time_3d": 0.0036556377067222252, "avg_fps": 2.845967998075758 } { "person_nums": { "total_frames": 121, "total_labels": 484, "total_preds": 638, "considered_empty": 0, "valid_preds": 483, "invalid_preds": 155, "missing": 1, "invalid_fraction": 0.24295, "precision": 0.75705, "recall": 0.99793, "f1": 0.86096, "non_empty": 638 }, "mpjpe": { "count": 483, "mean": 0.033506, "median": 0.030012, "std": 0.01458, "sem": 0.000664, "min": 0.015784, "max": 0.144733, "recall-0.025": 0.322314, "recall-0.05": 0.880165, "recall-0.1": 0.993802, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484, "ap-0.025": 0.089136, "ap-0.05": 0.631868, "ap-0.1": 0.79803, "ap-0.15": 0.80369, "ap-0.25": 0.80369, "ap-0.5": 0.80369 }, "head": { "count": 483, "mean": 0.033974, "median": 0.02824, "std": 0.02097, "sem": 0.000955, "min": 0.001777, "max": 0.095067, "recall-0.025": 0.433884, "recall-0.05": 0.768595, "recall-0.1": 0.997934, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "shoulder_left": { "count": 483, "mean": 0.034847, "median": 0.028639, "std": 0.01971, "sem": 0.000898, "min": 0.003916, "max": 0.134038, "recall-0.025": 0.373967, "recall-0.05": 0.805785, "recall-0.1": 0.985537, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "shoulder_right": { "count": 483, "mean": 0.032269, "median": 0.027857, "std": 0.018639, "sem": 0.000849, "min": 0.00309, "max": 0.113488, "recall-0.025": 0.431818, "recall-0.05": 0.818182, "recall-0.1": 0.995868, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "elbow_left": { "count": 483, "mean": 0.033892, "median": 0.027264, "std": 0.024441, "sem": 0.001113, "min": 0.002596, "max": 0.237523, "recall-0.025": 0.43595, "recall-0.05": 0.809917, "recall-0.1": 0.979339, "recall-0.15": 0.989669, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "elbow_right": { "count": 482, "mean": 0.035618, "median": 0.028517, "std": 0.030607, "sem": 0.001396, "min": 0.003997, "max": 0.296373, "recall-0.025": 0.421488, "recall-0.05": 0.811983, "recall-0.1": 0.964876, "recall-0.15": 0.985537, "recall-0.25": 0.991736, "recall-0.5": 0.995868, "num_labels": 484 }, "wrist_left": { "count": 483, "mean": 0.040648, "median": 0.031792, "std": 0.031373, "sem": 0.001429, "min": 0.00382, "max": 0.298775, "recall-0.025": 0.36157, "recall-0.05": 0.735537, "recall-0.1": 0.954545, "recall-0.15": 0.991736, "recall-0.25": 0.995868, "recall-0.5": 0.997934, "num_labels": 484 }, "wrist_right": { "count": 480, "mean": 0.040225, "median": 0.032117, "std": 0.034882, "sem": 0.001594, "min": 0.001932, "max": 0.332086, "recall-0.025": 0.336777, "recall-0.05": 0.768595, "recall-0.1": 0.938017, "recall-0.15": 0.975207, "recall-0.25": 0.985537, "recall-0.5": 0.991736, "num_labels": 484 }, "hip_left": { "count": 483, "mean": 0.036589, "median": 0.03389, "std": 0.019637, "sem": 0.000894, "min": 0.002362, "max": 0.164083, "recall-0.025": 0.268595, "recall-0.05": 0.807851, "recall-0.1": 0.983471, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "hip_right": { "count": 483, "mean": 0.041805, "median": 0.032937, "std": 0.028549, "sem": 0.0013, "min": 0.002496, "max": 0.149132, "recall-0.025": 0.299587, "recall-0.05": 0.758264, "recall-0.1": 0.938017, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "knee_left": { "count": 483, "mean": 0.023108, "median": 0.019006, "std": 0.01728, "sem": 0.000787, "min": 0.000915, "max": 0.220445, "recall-0.025": 0.696281, "recall-0.05": 0.915289, "recall-0.1": 0.995868, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "knee_right": { "count": 483, "mean": 0.024309, "median": 0.01992, "std": 0.01531, "sem": 0.000697, "min": 0.002969, "max": 0.101923, "recall-0.025": 0.626033, "recall-0.05": 0.923554, "recall-0.1": 0.995868, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "ankle_left": { "count": 483, "mean": 0.027175, "median": 0.022889, "std": 0.030423, "sem": 0.001386, "min": 0.003127, "max": 0.497796, "recall-0.025": 0.572314, "recall-0.05": 0.931818, "recall-0.1": 0.989669, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.997934, "num_labels": 484 }, "ankle_right": { "count": 483, "mean": 0.026666, "median": 0.024036, "std": 0.015383, "sem": 0.000701, "min": 0.000929, "max": 0.085726, "recall-0.025": 0.533058, "recall-0.05": 0.907025, "recall-0.1": 0.997934, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "joint_recalls": { "num_labels": 6292, "recall-0.025": 0.44437, "recall-0.05": 0.82629, "recall-0.1": 0.97743, "recall-0.15": 0.99317, "recall-0.25": 0.99587, "recall-0.5": 0.9973 } } { "total_parts": 6776, "correct_parts": 6740, "pcp": 0.994687 } ``` ##### badminton ```json { "avg_time_2d": 0.2998148471633823, "avg_time_3d": 0.0030782498376217883, "avg_fps": 3.301494850497319 } { "person_nums": { "total_frames": 183, "total_labels": 732, "total_preds": 748, "considered_empty": 0, "valid_preds": 732, "invalid_preds": 16, "missing": 0, "invalid_fraction": 0.02139, "precision": 0.97861, "recall": 1.0, "f1": 0.98919, "non_empty": 748 }, "mpjpe": { "count": 732, "mean": 0.028001, "median": 0.026966, "std": 0.00807, "sem": 0.000298, "min": 0.013385, "max": 0.069315, "recall-0.025": 0.416667, "recall-0.05": 0.990437, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732, "ap-0.025": 0.322132, "ap-0.05": 0.974836, "ap-0.1": 0.989486, "ap-0.15": 0.989486, "ap-0.25": 0.989486, "ap-0.5": 0.989486 }, "head": { "count": 732, "mean": 0.030725, "median": 0.02803, "std": 0.016759, "sem": 0.00062, "min": 0.002585, "max": 0.124817, "recall-0.025": 0.42623, "recall-0.05": 0.863388, "recall-0.1": 0.995902, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_left": { "count": 732, "mean": 0.034591, "median": 0.033745, "std": 0.015466, "sem": 0.000572, "min": 0.00368, "max": 0.101196, "recall-0.025": 0.301913, "recall-0.05": 0.852459, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_right": { "count": 732, "mean": 0.028495, "median": 0.026963, "std": 0.014135, "sem": 0.000523, "min": 0.002521, "max": 0.121914, "recall-0.025": 0.438525, "recall-0.05": 0.938525, "recall-0.1": 0.995902, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_left": { "count": 732, "mean": 0.027617, "median": 0.023849, "std": 0.015183, "sem": 0.000562, "min": 0.002418, "max": 0.115898, "recall-0.025": 0.546448, "recall-0.05": 0.915301, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_right": { "count": 732, "mean": 0.025292, "median": 0.023068, "std": 0.014402, "sem": 0.000533, "min": 0.000461, "max": 0.088342, "recall-0.025": 0.556011, "recall-0.05": 0.92623, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "wrist_left": { "count": 732, "mean": 0.031237, "median": 0.027434, "std": 0.020857, "sem": 0.000771, "min": 0.001005, "max": 0.134994, "recall-0.025": 0.459016, "recall-0.05": 0.868852, "recall-0.1": 0.989071, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "wrist_right": { "count": 732, "mean": 0.031657, "median": 0.028448, "std": 0.02103, "sem": 0.000778, "min": 0.004017, "max": 0.366511, "recall-0.025": 0.422131, "recall-0.05": 0.864754, "recall-0.1": 0.993169, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 1.0, "num_labels": 732 }, "hip_left": { "count": 732, "mean": 0.031568, "median": 0.03033, "std": 0.013521, "sem": 0.0005, "min": 0.001866, "max": 0.111316, "recall-0.025": 0.329235, "recall-0.05": 0.905738, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "hip_right": { "count": 732, "mean": 0.031111, "median": 0.029836, "std": 0.014107, "sem": 0.000522, "min": 0.002793, "max": 0.082189, "recall-0.025": 0.362022, "recall-0.05": 0.893443, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "knee_left": { "count": 732, "mean": 0.020659, "median": 0.019328, "std": 0.010091, "sem": 0.000373, "min": 0.001402, "max": 0.081325, "recall-0.025": 0.714481, "recall-0.05": 0.993169, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "knee_right": { "count": 732, "mean": 0.022864, "median": 0.020991, "std": 0.011312, "sem": 0.000418, "min": 0.003084, "max": 0.132459, "recall-0.025": 0.670765, "recall-0.05": 0.980874, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_left": { "count": 732, "mean": 0.023562, "median": 0.021972, "std": 0.012322, "sem": 0.000456, "min": 0.00114, "max": 0.084624, "recall-0.025": 0.612022, "recall-0.05": 0.960383, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_right": { "count": 732, "mean": 0.024642, "median": 0.023251, "std": 0.011723, "sem": 0.000434, "min": 0.002176, "max": 0.087031, "recall-0.025": 0.576503, "recall-0.05": 0.972678, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "joint_recalls": { "num_labels": 9516, "recall-0.025": 0.49306, "recall-0.05": 0.91761, "recall-0.1": 0.99737, "recall-0.15": 0.99989, "recall-0.25": 0.99989, "recall-0.5": 1.0 } } { "total_parts": 10248, "correct_parts": 10247, "pcp": 0.999902 } ``` ##### tennis ```json { "avg_time_2d": 0.3612589710637143, "avg_time_3d": 0.001954102376748247, "avg_fps": 2.7532048627206662 } { "person_nums": { "total_frames": 181, "total_labels": 362, "total_preds": 362, "considered_empty": 0, "valid_preds": 362, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 362 }, "mpjpe": { "count": 362, "mean": 0.024706, "median": 0.023376, "std": 0.009405, "sem": 0.000495, "min": 0.013963, "max": 0.130438, "recall-0.025": 0.59116, "recall-0.05": 0.983425, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362, "ap-0.025": 0.43043, "ap-0.05": 0.982848, "ap-0.1": 0.997131, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 362, "mean": 0.037107, "median": 0.036994, "std": 0.014652, "sem": 0.000771, "min": 0.003212, "max": 0.124444, "recall-0.025": 0.196133, "recall-0.05": 0.839779, "recall-0.1": 0.991713, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_left": { "count": 362, "mean": 0.024314, "median": 0.021051, "std": 0.016349, "sem": 0.00086, "min": 0.002592, "max": 0.191377, "recall-0.025": 0.616022, "recall-0.05": 0.961326, "recall-0.1": 0.997238, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_right": { "count": 362, "mean": 0.030729, "median": 0.028529, "std": 0.01447, "sem": 0.000762, "min": 0.004766, "max": 0.119156, "recall-0.025": 0.38674, "recall-0.05": 0.900552, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_left": { "count": 362, "mean": 0.01908, "median": 0.015487, "std": 0.013031, "sem": 0.000686, "min": 0.001985, "max": 0.110283, "recall-0.025": 0.776243, "recall-0.05": 0.966851, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_right": { "count": 362, "mean": 0.021372, "median": 0.018405, "std": 0.01528, "sem": 0.000804, "min": 0.002919, "max": 0.154667, "recall-0.025": 0.70442, "recall-0.05": 0.975138, "recall-0.1": 0.98895, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "wrist_left": { "count": 362, "mean": 0.024198, "median": 0.020844, "std": 0.014683, "sem": 0.000773, "min": 0.002876, "max": 0.125489, "recall-0.025": 0.618785, "recall-0.05": 0.939227, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "wrist_right": { "count": 362, "mean": 0.028523, "median": 0.022245, "std": 0.029502, "sem": 0.001553, "min": 0.000956, "max": 0.317255, "recall-0.025": 0.610497, "recall-0.05": 0.88674, "recall-0.1": 0.983425, "recall-0.15": 0.98895, "recall-0.25": 0.994475, "recall-0.5": 1.0, "num_labels": 362 }, "hip_left": { "count": 362, "mean": 0.02606, "median": 0.023303, "std": 0.014419, "sem": 0.000759, "min": 0.004382, "max": 0.105688, "recall-0.025": 0.549724, "recall-0.05": 0.944751, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "hip_right": { "count": 362, "mean": 0.02718, "median": 0.024014, "std": 0.016933, "sem": 0.000891, "min": 0.001527, "max": 0.201031, "recall-0.025": 0.530387, "recall-0.05": 0.941989, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "knee_left": { "count": 362, "mean": 0.014291, "median": 0.012937, "std": 0.007554, "sem": 0.000398, "min": 0.001143, "max": 0.047464, "recall-0.025": 0.917127, "recall-0.05": 1.0, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "knee_right": { "count": 362, "mean": 0.015976, "median": 0.013446, "std": 0.016267, "sem": 0.000856, "min": 0.001447, "max": 0.26013, "recall-0.025": 0.889503, "recall-0.05": 0.98895, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 0.997238, "recall-0.5": 1.0, "num_labels": 362 }, "ankle_left": { "count": 362, "mean": 0.027287, "median": 0.025675, "std": 0.010564, "sem": 0.000556, "min": 0.007553, "max": 0.073418, "recall-0.025": 0.469613, "recall-0.05": 0.961326, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "ankle_right": { "count": 362, "mean": 0.025062, "median": 0.021241, "std": 0.028536, "sem": 0.001502, "min": 0.001405, "max": 0.495127, "recall-0.025": 0.629834, "recall-0.05": 0.964088, "recall-0.1": 0.994475, "recall-0.15": 0.994475, "recall-0.25": 0.997238, "recall-0.5": 1.0, "num_labels": 362 }, "joint_recalls": { "num_labels": 4706, "recall-0.025": 0.60582, "recall-0.05": 0.94241, "recall-0.1": 0.99384, "recall-0.15": 0.99745, "recall-0.25": 0.99894, "recall-0.5": 1.0 } } { "total_parts": 5068, "correct_parts": 5059, "pcp": 0.998224 } ```